{"id":"https://openalex.org/W4382362991","doi":"https://doi.org/10.1088/2051-672x/ace275","title":"Assessment of tribological behaviour of laser textured brake disc/composite brake pad system using adaptive neuro fuzzy interference system technique","display_name":"Assessment of tribological behaviour of laser textured brake disc/composite brake pad system using adaptive neuro fuzzy interference system technique","publication_year":2023,"publication_date":"2023-06-28","ids":{"openalex":"https://openalex.org/W4382362991","doi":"https://doi.org/10.1088/2051-672x/ace275"},"language":"en","primary_location":{"id":"doi:10.1088/2051-672x/ace275","doi":"https://doi.org/10.1088/2051-672x/ace275","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2051-672x/ace275","pdf_url":"https://iopscience.iop.org/article/10.1088/2051-672X/ace275/pdf","source":{"id":"https://openalex.org/S4210184891","display_name":"Surface Topography Metrology and Properties","issn_l":"2051-672X","issn":["2051-672X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Surface Topography: Metrology and Properties","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://iopscience.iop.org/article/10.1088/2051-672X/ace275/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112947831","display_name":"Ravi Shankar Nadig","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4389425378","display_name":"R.V. College of Engineering","ror":"https://ror.org/041re0e60","country_code":"IN","type":"education","lineage":["https://openalex.org/I4389425378"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ravi Shankar Nadig","raw_affiliation_strings":["RV College of Engineering, RV Vidyaniketan Post, Mysore Road, Bengaluru, Bangalore, Karnataka, 560059, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RV College of Engineering, RV Vidyaniketan Post, Mysore Road, Bengaluru, Bangalore, Karnataka, 560059, INDIA","institution_ids":["https://openalex.org/I4389425378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086073097","display_name":"A. Bharatish","orcid":"https://orcid.org/0000-0002-8107-775X","observed_orcids":["https://orcid.org/0000-0002-8107-775X"]},"institutions":[{"id":"https://openalex.org/I4389425378","display_name":"R.V. College of Engineering","ror":"https://ror.org/041re0e60","country_code":"IN","type":"education","lineage":["https://openalex.org/I4389425378"]},{"id":"https://openalex.org/I65674248","display_name":"Visvesvaraya Technological University","ror":"https://ror.org/00ha14p11","country_code":"IN","type":"education","lineage":["https://openalex.org/I65674248"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"A Bharatish","raw_affiliation_strings":["Department of Mechanical Engineering , RV College of Engineering (Autonomous Institution Affiliated to VTU , Belagavi) , Bengaluru , 560059 , India","Mechanical Engineering , RV College of Engineering, R V Vidayniketan post, Mysore Road, Bangalore, Bangalore, Karnataka, 560059, INDIA"],"raw_orcid":"https://orcid.org/0000-0002-8107-775X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , RV College of Engineering (Autonomous Institution Affiliated to VTU , Belagavi) , Bengaluru , 560059 , India","institution_ids":["https://openalex.org/I4389425378","https://openalex.org/I65674248"]},{"raw_affiliation_string":"Mechanical Engineering , RV College of Engineering, R V Vidayniketan post, Mysore Road, Bangalore, Bangalore, Karnataka, 560059, INDIA","institution_ids":["https://openalex.org/I4389425378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023080178","display_name":"H.N. Narasimha Murthy","orcid":"https://orcid.org/0000-0002-0882-2581","observed_orcids":["https://orcid.org/0000-0002-0882-2581"]},"institutions":[{"id":"https://openalex.org/I4389425378","display_name":"R.V. College of Engineering","ror":"https://ror.org/041re0e60","country_code":"IN","type":"education","lineage":["https://openalex.org/I4389425378"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H N Narasimha Murthy","raw_affiliation_strings":["Department of Mechanical Engineering , RV College of Engineering, RV Vidyaniketan Post, Mysore Road, Bengaluru, Bangalore, Karnataka, 560059, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , RV College of Engineering, RV Vidyaniketan Post, Mysore Road, Bengaluru, Bangalore, Karnataka, 560059, INDIA","institution_ids":["https://openalex.org/I4389425378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112970079","display_name":"I. V. Manoj","orcid":"https://orcid.org/0000-0003-1556-3896","observed_orcids":["https://orcid.org/0000-0003-1556-3896"]},"institutions":[{"id":"https://openalex.org/I4405268608","display_name":"Nitte Meenakshi Institute of Technology","ror":"https://ror.org/01h4k6h92","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405268608"]},{"id":"https://openalex.org/I65674248","display_name":"Visvesvaraya Technological University","ror":"https://ror.org/00ha14p11","country_code":"IN","type":"education","lineage":["https://openalex.org/I65674248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"I V Manoj","raw_affiliation_strings":["Department of Mechanical Engineering, Nitte Meenakshi Institute of Technology (Autonomous Institution Affiliated to VTU Belagavi), Yelahanka Bengaluru, Bengaluru, 560064, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Nitte Meenakshi Institute of Technology (Autonomous Institution Affiliated to VTU Belagavi), Yelahanka Bengaluru, Bengaluru, 560064, INDIA","institution_ids":["https://openalex.org/I4405268608","https://openalex.org/I65674248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044597098","display_name":"Prakash Vinod","orcid":"https://orcid.org/0000-0001-5362-2119","observed_orcids":["https://orcid.org/0000-0001-5362-2119"]},"institutions":[{"id":"https://openalex.org/I4210133459","display_name":"Central Manufacturing Technology Institute","ror":"https://ror.org/03q1jsa36","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210133459"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakash Vinod","raw_affiliation_strings":["CMTI, Centre for Smart Manufacturing Precision Machine Tools & Aggregates, Bangalore, Karnataka, 560022, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CMTI, Centre for Smart Manufacturing Precision Machine Tools & Aggregates, Bangalore, Karnataka, 560022, INDIA","institution_ids":["https://openalex.org/I4210133459"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086073097"],"corresponding_institution_ids":["https://openalex.org/I4389425378","https://openalex.org/I65674248"],"apc_list":{"value":3075,"currency":"USD","value_usd":3075},"apc_paid":null,"fwci":0.2754,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.50718645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"11","issue":"3","first_page":"035001","last_page":"035001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12197","display_name":"Brake Systems and Friction Analysis","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12197","display_name":"Brake Systems and Friction Analysis","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11138","display_name":"Tribology and Lubrication Engineering","score":0.01850000023841858,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12362","display_name":"Tribology and Wear Analysis","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/laser-surface-texturing","display_name":"laser texturing","score":0.9980000257492065},{"id":"https://openalex.org/keywords/brake-disc","display_name":"brake disc","score":0.7310000061988831},{"id":"https://openalex.org/keywords/composite-brake-pads","display_name":"composite brake pads","score":0.8389999866485596},{"id":"https://openalex.org/keywords/tribological-properties","display_name":"tribological properties","score":0.7580000162124634},{"id":"https://openalex.org/keywords/friction-coefficient","display_name":"friction coefficient","score":0.8709999918937683},{"id":"https://openalex.org/keywords/specific-wear-rate","display_name":"specific wear rate","score":0.9929999709129333},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.847000002861023},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.9449999928474426},{"id":"https://openalex.org/keywords/sliding-velocity","display_name":"sliding velocity","score":0.5249999761581421},{"id":"https://openalex.org/keywords/normal-load","display_name":"normal load","score":0.9869999885559082},{"id":"https://openalex.org/keywords/vehicle-braking-systems","display_name":"vehicle braking systems","score":0.5220000147819519}],"concepts":[{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.713091254234314},{"id":"https://openalex.org/C34975823","wikidata":"https://www.wikidata.org/wiki/Q908233","display_name":"Brake pad","level":3,"score":0.7049593329429626},{"id":"https://openalex.org/C2780999251","wikidata":"https://www.wikidata.org/wiki/Q17022503","display_name":"Brake","level":2,"score":0.6696020364761353},{"id":"https://openalex.org/C167310744","wikidata":"https://www.wikidata.org/wiki/Q193870","display_name":"Tribology","level":2,"score":0.6623448729515076},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.5255699753761292},{"id":"https://openalex.org/C134255957","wikidata":"https://www.wikidata.org/wiki/Q755174","display_name":"Disc brake","level":3,"score":0.4841226041316986},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.4727947413921356},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.41859525442123413},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11982133984565735},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.10439872741699219}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/2051-672x/ace275","doi":"https://doi.org/10.1088/2051-672x/ace275","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2051-672x/ace275","pdf_url":"https://iopscience.iop.org/article/10.1088/2051-672X/ace275/pdf","source":{"id":"https://openalex.org/S4210184891","display_name":"Surface Topography Metrology and Properties","issn_l":"2051-672X","issn":["2051-672X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Surface Topography: Metrology and Properties","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/2051-672x/ace275","doi":"https://doi.org/10.1088/2051-672x/ace275","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2051-672x/ace275","pdf_url":"https://iopscience.iop.org/article/10.1088/2051-672X/ace275/pdf","source":{"id":"https://openalex.org/S4210184891","display_name":"Surface Topography Metrology and Properties","issn_l":"2051-672X","issn":["2051-672X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Surface Topography: Metrology and Properties","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382362991.pdf","grobid_xml":"https://content.openalex.org/works/W4382362991.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1969922744","https://openalex.org/W2031345121","https://openalex.org/W2041124222","https://openalex.org/W2047204408","https://openalex.org/W2068680465","https://openalex.org/W2079245255","https://openalex.org/W2088045616","https://openalex.org/W2089338300","https://openalex.org/W2091009887","https://openalex.org/W2171519419","https://openalex.org/W2193199623","https://openalex.org/W2232286361","https://openalex.org/W2345811624","https://openalex.org/W2359186709","https://openalex.org/W2468794373","https://openalex.org/W2532310448","https://openalex.org/W2557461970","https://openalex.org/W2614049003","https://openalex.org/W2933195720","https://openalex.org/W2945896977","https://openalex.org/W2946679088","https://openalex.org/W2952396289","https://openalex.org/W2971230633","https://openalex.org/W3005078270","https://openalex.org/W3007901884","https://openalex.org/W3089862273","https://openalex.org/W3094615599","https://openalex.org/W3095302052","https://openalex.org/W3109691481","https://openalex.org/W3142002427","https://openalex.org/W3179600054","https://openalex.org/W3191632948","https://openalex.org/W3197046498","https://openalex.org/W4213415464","https://openalex.org/W4288036032"],"related_works":["https://openalex.org/W4413483362","https://openalex.org/W2952396289","https://openalex.org/W2392802252","https://openalex.org/W3011605513","https://openalex.org/W7164755403","https://openalex.org/W4409648978","https://openalex.org/W4399755111","https://openalex.org/W1026620863","https://openalex.org/W2916665550","https://openalex.org/W3166370940"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"examines":[3],"the":[4,12,45,66,69,81,87,116,187,190],"impact":[5],"of":[6,15,22,39,47,86,102,109,123,125,132,155,161,178,192],"Laser":[7],"Surface":[8],"Texturing":[9],"(LST)":[10],"on":[11,34],"tribological":[13],"performance":[14],"a":[16,23,99,106,120,128,152,195],"commercial":[17],"automotive":[18],"brake":[19,25,29,88,117,180,184],"system":[20,90,118],"consisting":[21],"metallic":[24],"disc":[26],"and":[27,41,83,95,105,127,148,158],"composite":[28],"pads.":[30],"The":[31,50],"study":[32],"focuses":[33],"achieving":[35],"an":[36],"optimal":[37],"combination":[38],"wear":[40,84,130,150,170],"friction,":[42],"aligning":[43],"with":[44],"goals":[46],"green":[48],"technology.":[49],"Technique":[51],"for":[52],"Order":[53],"Preference":[54],"by":[55,172],"Similarity":[56],"to":[57,64,79,176,186],"Ideal":[58],"Solution":[59],"(TOPSIS)":[60],"methodology":[61,76],"is":[62,77],"used":[63],"rank":[65],"characteristics,":[67],"while":[68],"Adaptive":[70],"Neuro":[71],"Fuzzy":[72],"Interference":[73],"System":[74],"(ANFIS)":[75],"employed":[78],"model":[80],"friction":[82,124,193],"behavior":[85],"pad-disc":[89],"under":[91,113],"varying":[92],"normal":[93,100],"loads":[94],"sliding":[96,107,159],"speeds.":[97],"At":[98],"load":[101,154],"100":[103,156],"N":[104,157],"speed":[108,160],"0.73":[110],"m":[111,163],"s\u22121":[112,164],"dry":[114],"conditions,":[115],"exhibited":[119],"minimum":[121],"coefficient":[122,191],"0.2066":[126],"specific":[129,142,149,169],"rate":[131,171],"7.93":[133],"\u00d7":[134],"10\u22126":[135],"mm3":[136],"N\u22121-m\u22121.":[137],"Although,":[138],"there":[139],"was":[140],"no":[141],"correlation":[143],"found":[144],"between":[145],"frictional":[146],"power":[147],"rate,":[151],"higher":[153],"2.71":[162],"resulted":[165],"in":[166,168],"decrease":[167],"83%":[173],"when":[174],"compared":[175],"that":[177],"untextured":[179],"discs.":[181],"By":[182],"applying":[183],"oil":[185],"laser-textured":[188],"boundary,":[189],"experienced":[194],"31%":[196],"reduction.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2023-06-29T00:00:00"}